Ministère de l'Économie - Luxembourg

• Independently research current methods for evaluating AI through practical interviews and case studies • Analyze and organize findings from existing literature • Compile an overview of common AI evaluation methods

• Independent literature research of academic texts and synthesis of findings • Identification of Machine Learning use cases in production environments • Conducting case studies and expert interviews • Documenting the use cases with use case diagrams

• Managing, leading and acquiring industrial consulting projects • Contributing to and leading applied research projects within national and international consortia • Developing new consulting approaches and identifying forward-looking research topics • Co-designing and delivering conferences and professional development programs for industry specialists and executives • Supervising and managing student research assistants

• Independent review of academic literature and preparation of a literature summary • Identification of data governance instruments for the production environment • Conducting case studies and expert interviews

• Literature and market analysis of current trends and technologies in AI/ML for maintenance • Analysis of existing maintenance processes and identification of optimization opportunities using AI • Derivation of actionable recommendations and preparation of practice-oriented documentation

• Literature and market research on current trends and technologies in MLOps and their application in maintenance • Analysis of specific maintenance requirements for AI/ML models and their operation • Development of a tailored MLOps approach that facilitates the integration of AI/ML into maintenance • Derivation of practical recommendations and preparation of practice-oriented documentation

• Handling, leading and acquiring consulting projects in industry • Participation in and leading application-oriented research projects within national and international consortia • Development of new consulting approaches and identification of forward-looking research topics • Co-creation and execution of conferences and training programs for technical and managerial staff from industry • Supervision and management of student research assistants

• Manage, lead and acquire consulting projects in industry • Participate in and lead application-oriented research projects within national and international consortia • Develop new consulting approaches and identify forward-looking research topics • Co-design and deliver conferences and training programs for technical and managerial staff from industry • Supervise and lead student research assistants

• Execution, management and acquisition of consulting projects in industry • Participation in and leadership of applied research projects within national and international consortia • Development of new consulting approaches and identification of forward-looking research topics • Co-design and delivery of conferences and training programs for professional and managerial staff from industry • Supervision and leadership of student research assistants